OpenVLM MMT-Bench - Order Hallucination — leaderboard

Metric: Score (%). Source: huggingface.co. 207 models tracked.

Top models

#ModelScore
1InternVL3-8B65
2Claude 3 Haiku55
3Llama 3.2 90B Vision Instruct55
4Ovis2-8B50
5Pixtral-12B50
6Grok 2 (1212)50
7InternVL3-78B45
8InternVL2-8B45
9Qwen 2 VL 72B45
10InternVL3-38B45
11Qwen 2 VL 2B45
12InternVL3-14B45
13GPT-4.1 Nano45
14Gemma 3 12B45
15MiniCPM-V-2.640

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-order-hallucination · How the rankings work · Data refreshed daily, snapshot 2026-07-22.